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application of alternative food-preservation - Bentham Science

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162 Application <strong>of</strong> Alternative Food-Preservation Technologies Bevilacqua and Sinigaglia<br />

On the other hand, mechanistic models are derived from basic principles and are designed to describe<br />

fundamental biochemical or thermodynamic phenomena. If the original model is sufficiently sophisticated, it can<br />

be extrapolated for other situations. They have fewer parameters than the empirical equations and the parameters<br />

have a biological meaning.<br />

As regards model level, models can be conceived as having three levels (primary, secondary and tertiary<br />

models).<br />

A primary model is a mathematical equation that describes the changes <strong>of</strong> microbial population with the time<br />

(e.g. cell numbers vs time) and results in the evaluation <strong>of</strong> some fitting parameters (lag time, maximal growth<br />

rate, maximal cell number in the stationary phase, D-value), related with microbial growth/death into the system.<br />

Examples <strong>of</strong> primary models are the Gompertz, Baranyi and Weibull equations.<br />

A second-level model is an equation describing how the parameters, evaluated through a primary model, change<br />

with changes <strong>of</strong> environmental or other factors, for examples temperature, pH, aw, preservatives.<br />

In the tertiary-level models, this process is reversed to obtain a prediction concerning a particular pathogen or<br />

spoiling microorganism in a defined system. The tertiary models are usually incorporated into predictive<br />

s<strong>of</strong>twares (ComBase, SSP, Simprevius), that give a good estimation <strong>of</strong> growth/survival <strong>of</strong> pathogens and/or<br />

spoiling micr<strong>of</strong>lora for different purposes (implementation <strong>of</strong> the HACCP system and risk assessment).<br />

A crucial question is: why predictive microbiology? which uses?<br />

As reported by Legan [7], PM is an useful tool, able to meet different issues, i.e.:<br />

Establishing safe shelf life for a <strong>food</strong> product;<br />

Exploring the effects <strong>of</strong> formulation changes on shelf life (e.g. the addition <strong>of</strong> an antimicrobial<br />

compound);<br />

Establishing process lethality and optimizing process parameters;<br />

Establishing the probability <strong>of</strong> pathogen survival in a <strong>food</strong> and the risk <strong>of</strong> product failure;<br />

Understanding the behaviour <strong>of</strong> occurring micr<strong>of</strong>lora in a system.<br />

CHALLENGE TESTS<br />

Microbiological challenge tests (MCT) are useful tools to determine if a <strong>food</strong> can support the growth <strong>of</strong> spoiling<br />

and/or pathogenic microorganisms; they play a fundamental role in the definition <strong>of</strong> the effectiveness and/or<br />

lethality <strong>of</strong> a preserving treatment (e.g. thermal treatments, <strong>alternative</strong> approaches, addition <strong>of</strong> antimicrobials).<br />

Moreover, MCT are also useful for the determination <strong>of</strong> the shelf life <strong>of</strong> some <strong>food</strong>s: in this case they can be<br />

labeled as durability test.<br />

Vestergaard [8] reported that there are some crucial factors to be considered when conducting a MCT, i.e.:<br />

1. the selection <strong>of</strong> appropriate target microorganism, taking into account <strong>food</strong> composition and<br />

storage conditions;<br />

2. the level <strong>of</strong> inoculum;<br />

3. inoculum preparation and method <strong>of</strong> inoculation;<br />

4. duration <strong>of</strong> the study;<br />

5. sample analysis.<br />

Hereby, we report briefly some details for each factor.<br />

Target Microorganisms<br />

Knowledge <strong>of</strong> <strong>food</strong> composition, along with its technological history, is a fundamental prerequisite for the<br />

choice <strong>of</strong> the target <strong>of</strong> a MCT; Table 1 reports the microbial targets suggested by Vestergaard for some products.

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